AI agents for nonprofits, built with care
Nonprofits, charities, housing providers and public sector teams carry a reporting and admin load that would stretch a team twice their size. I build AI agent systems that take on the repetitive part of that work, so the hours go back to the mission.
I'm based in Toronto and work with organizations across Canada. My background is in social impact, ESG consulting and community development, and I hold a Master of Development Practice.
Where AI agents help a nonprofit
Grant and impact reporting
Pull program spreadsheets and case notes together, map outcomes to each funder's framework, and draft the report with every figure linked to its source.
See the example workflowIntake and referrals
Read the shared inbox and web forms, sort each request, route it to the right team and hold anything urgent for a person.
See the example workflowCase notes and summaries
Turn long notes into consistent summaries for handovers and reviews, written to your templates and checked against the original.
Funder and partner follow-up
After a meeting, list the actions, draft the follow-up emails and propose times, all waiting for your approval.
See the example workflowBoard papers and research briefs
Short, sourced briefs on a policy or program question, with every claim traced back to where it came from.
See the example workflowFinance admin
Match invoices to purchase orders and the ledger, and send the odd ones to whoever keeps the books.
See the example workflow
Responsible AI in community settings
When the records are about your clients and neighbours, how the system is built matters as much as what it does.
- People approve what affects people
- Decisions about eligibility, safety or someone's service stay with staff. The agent prepares, sorts and drafts. A named person signs off.
- Privacy and consent come first
- Systems are designed around the privacy law that applies to you, such as PIPEDA, or Ontario's PHIPA for health information, and around the consent your clients actually gave. Personal details stay out of logs and test data, and data can be kept in Canada where that matters.
- Every system is tested
- Each one ships with a test suite built from your own past cases, so you can see how often it is right before it goes live, and after every change.
- You own it, in plain language
- The code, prompts, tests and documentation are yours, written so the next staff member can understand them.
Reporting in your funders' language
Impact measurement is where I started, so frameworks such as IRIS+, GRI and SASB are familiar ground, as are funders' own outcome templates. A reporting agent is only useful if it maps your work to those frameworks the way an evaluator would, and flags what doesn't fit instead of forcing it.
Outside the nonprofit sector, I built an agentic workflow for the QA team at a financial services provider that cut regression testing from two days to twenty minutes. The same discipline, tests first and people signing off, goes into every system.
Questions nonprofits ask
- Is it safe to use AI with client data at a nonprofit?
- It can be, if the system is designed for it. That means agreeing what data the agent can see, keeping personal details out of logs, storing data where your obligations require, and keeping a person in the loop for anything that affects a client. Those decisions are made with you before anything is built.
- Can AI help with grant reporting?
- Yes, and it's one of the most useful places to start. An agent can gather the figures and stories from your records, map them to a funder's framework and draft the report, with every number linked to its source. Staff review and edit before anything is sent.
- Do we need technical staff to run it?
- No. Systems are sized so a program or operations lead can own them after hand-over, with documentation written in plain language and ongoing support available.
- How much does it cost?
- Projects are scoped after a first conversation, and there are mission-driven rates for nonprofits, charities and community organizations. Book a call and you'll have a clear number before anything starts.
- Do you only work with organizations in Toronto?
- No. I'm based in Toronto and work with teams across Canada and further afield.
Ask about mission-driven rates
A short first conversation, no preparation needed.